Like a snake eating its own tail: What happens when AI consumes its own data?AI models are trained on vast datasets of human-derived text, but face risks of self-referential training that can diminish their quality.
Can AI have common sense? Finding out will be key to achieving machine intelligenceLarge language models currently struggle with common sense reasoning despite excelling in various tasks, making true artificial general intelligence a challenge.
How AI is reshaping science and societyAI models like AlphaFold and ChatGPT demonstrate the profound potential of deep learning technologies in transforming human cognition and predictive analysis.
Ensuring AI Reliability: How Guardrails AI is Making AI Systems Safer and More TrustworthyAI is crucial in various sectors, but managing reliability and risks remains a significant challenge.Guardrails AI offers a platform to enhance the safety and robustness of AI systems through structured boundaries.
AI model collapse might be prevented by studying human language transmissionTraining AI models iteratively can lead to 'model collapse', where the accuracy and relevance of outputs decline significantly.
The Most Sophisticated AIs Are Most Likely to Lie, Worrying Research FindsNew AI chatbots are becoming less trustworthy by providing more answers, including a higher proportion of inaccuracies compared to older models.
Like a snake eating its own tail: What happens when AI consumes its own data?AI models are trained on vast datasets of human-derived text, but face risks of self-referential training that can diminish their quality.
Can AI have common sense? Finding out will be key to achieving machine intelligenceLarge language models currently struggle with common sense reasoning despite excelling in various tasks, making true artificial general intelligence a challenge.
How AI is reshaping science and societyAI models like AlphaFold and ChatGPT demonstrate the profound potential of deep learning technologies in transforming human cognition and predictive analysis.
Ensuring AI Reliability: How Guardrails AI is Making AI Systems Safer and More TrustworthyAI is crucial in various sectors, but managing reliability and risks remains a significant challenge.Guardrails AI offers a platform to enhance the safety and robustness of AI systems through structured boundaries.
AI model collapse might be prevented by studying human language transmissionTraining AI models iteratively can lead to 'model collapse', where the accuracy and relevance of outputs decline significantly.
The Most Sophisticated AIs Are Most Likely to Lie, Worrying Research FindsNew AI chatbots are becoming less trustworthy by providing more answers, including a higher proportion of inaccuracies compared to older models.
AI tool helps people with opposing views find common groundAI can facilitate consensus building by synthesizing diverse opinions into clearer, fairer statements preferred over those produced by humans.
How AI is reshaping science and societyThe evolution of AI, particularly through deep learning and neural networks, is crucial in shaping human cognition and the future of technology.
Reddit comments are 'foundational' to training AI models, COO saysReddit is positioning itself as a key player in AI by licensing its content for training language models and investing in AI-driven features.
Open source LLMs hit Europe's digital sovereignty roadmap | TechCrunchEurope is developing open source large language models (LLMs) for all EU languages to bolster digital sovereignty.
Manipulating The Machine: Prompt Injections and CountermeasuresPrompt injections pose significant risks in AI usage, necessitating understanding and defenses against them.
Enhancing Evaluation Practices for Large Language ModelsEvaluating large language models (LLMs) is essential but poses significant challenges due to language diversity, model sensitivities, and data contamination.
AI tool helps people with opposing views find common groundAI can facilitate consensus building by synthesizing diverse opinions into clearer, fairer statements preferred over those produced by humans.
How AI is reshaping science and societyThe evolution of AI, particularly through deep learning and neural networks, is crucial in shaping human cognition and the future of technology.
Reddit comments are 'foundational' to training AI models, COO saysReddit is positioning itself as a key player in AI by licensing its content for training language models and investing in AI-driven features.
Open source LLMs hit Europe's digital sovereignty roadmap | TechCrunchEurope is developing open source large language models (LLMs) for all EU languages to bolster digital sovereignty.
Manipulating The Machine: Prompt Injections and CountermeasuresPrompt injections pose significant risks in AI usage, necessitating understanding and defenses against them.
Enhancing Evaluation Practices for Large Language ModelsEvaluating large language models (LLMs) is essential but poses significant challenges due to language diversity, model sensitivities, and data contamination.
Why building big AIs costs billions - and how Chinese startup DeepSeek dramatically changed the calculusDeepSeek's innovation showcases that AI development can thrive on efficiencies rather than extensive financial investments.
The big switch to DeepSeek is hitting a snagAI startups face challenges accessing DeepSeek's models due to inconsistent and slow API offerings from cloud providers.
Why building big AIs costs billions - and how Chinese startup DeepSeek dramatically changed the calculusDeepSeek's innovation showcases that AI development can thrive on efficiencies rather than extensive financial investments.
The big switch to DeepSeek is hitting a snagAI startups face challenges accessing DeepSeek's models due to inconsistent and slow API offerings from cloud providers.
European AI alliance looks to take on Silicon Valley and develop home-grown LLMsOpenEuroLLM aims to develop a European alternative to AI models like ChatGPT.The project emphasizes collaboration among leading European research institutions and tech firms.
The Current State of GPT4All | HackerNoonGPT4All enhances the accessibility of open source language models through compressed versions, simplified APIs, and a no-code GUI.
Ai2 releases new language models competitive with Meta's Llama | TechCrunchOLMo 2 is a new, fully open-source AI model family developed with reproducible training, meeting the Open Source Initiative's standards.
GPT4All-Snoozy: The Emergence of the GPT4All Ecosystem | HackerNoonGPT4All-Snoozy represents a significant advancement with superior training methods and integrated community feedback for model accessibility.
GPT4All: An Ecosystem of Open-Source Compressed Language Models | HackerNoonGPT4All democratizes access to large language models, facilitating broader use and innovation within the AI community.
An Open-Source Platform for Multi-Agent AI Orchestration | HackerNoonBluemarz is an open-source AI framework that enhances scalability and flexibility for managing multiple AI agents.
European AI alliance looks to take on Silicon Valley and develop home-grown LLMsOpenEuroLLM aims to develop a European alternative to AI models like ChatGPT.The project emphasizes collaboration among leading European research institutions and tech firms.
The Current State of GPT4All | HackerNoonGPT4All enhances the accessibility of open source language models through compressed versions, simplified APIs, and a no-code GUI.
Ai2 releases new language models competitive with Meta's Llama | TechCrunchOLMo 2 is a new, fully open-source AI model family developed with reproducible training, meeting the Open Source Initiative's standards.
GPT4All-Snoozy: The Emergence of the GPT4All Ecosystem | HackerNoonGPT4All-Snoozy represents a significant advancement with superior training methods and integrated community feedback for model accessibility.
GPT4All: An Ecosystem of Open-Source Compressed Language Models | HackerNoonGPT4All democratizes access to large language models, facilitating broader use and innovation within the AI community.
An Open-Source Platform for Multi-Agent AI Orchestration | HackerNoonBluemarz is an open-source AI framework that enhances scalability and flexibility for managing multiple AI agents.
Google Vertex AI Provides RAG Engine for Large Language Model GroundingVertex AI RAG Engine enhances LLMs by connecting them to external data sources for up-to-date and relevant responses.
Sophisticated AI models are more likely to lieHuman feedback training in AI may create incentive to provide answers, even if incorrect.
SEAMLESSEXPRESSIVELM Unifies Semantic & Acoustic Modeling for Efficient Speech Translation | HackerNoonSEAMLESSEXPRESSIVELM enhances speech translation by integrating semantic understanding with acoustic style transfer.
Top "Reasoning" AI Models Can be Brought to Their Knees With an Extremely Simple TrickAdvanced AI reasoning capabilities are weaker than claimed, relying more on pattern-matching than true cognitive reasoning.
Ai2 Launches OLMo 2, a Fully Open-Source Foundation ModelOLMo 2 redefines open-source language modeling with better training stability and performance benchmarks.New architectures and datasets significantly enhance the capabilities and robustness of language models.
Fine-Tuning an Open-Source LLM with Axolotl Using Direct Preference Optimization (DPO) - SitePointFine-tuning LLMs offers ownership of intellectual property and can be more cost-effective than using larger models like GPT-4.
Google Vertex AI Provides RAG Engine for Large Language Model GroundingVertex AI RAG Engine enhances LLMs by connecting them to external data sources for up-to-date and relevant responses.
Sophisticated AI models are more likely to lieHuman feedback training in AI may create incentive to provide answers, even if incorrect.
SEAMLESSEXPRESSIVELM Unifies Semantic & Acoustic Modeling for Efficient Speech Translation | HackerNoonSEAMLESSEXPRESSIVELM enhances speech translation by integrating semantic understanding with acoustic style transfer.
Top "Reasoning" AI Models Can be Brought to Their Knees With an Extremely Simple TrickAdvanced AI reasoning capabilities are weaker than claimed, relying more on pattern-matching than true cognitive reasoning.
Ai2 Launches OLMo 2, a Fully Open-Source Foundation ModelOLMo 2 redefines open-source language modeling with better training stability and performance benchmarks.New architectures and datasets significantly enhance the capabilities and robustness of language models.
Fine-Tuning an Open-Source LLM with Axolotl Using Direct Preference Optimization (DPO) - SitePointFine-tuning LLMs offers ownership of intellectual property and can be more cost-effective than using larger models like GPT-4.
What Are LLM Agents in AI and How Do They Work? | ClickUpLLM agents are transforming industries by providing smarter, adaptable AI solutions that learn and perform complex tasks with minimal input.
Mistral AI Releases Two Small Language Model Les MinistrauxMistral AI has launched two language models that excel in local inference and privacy-centric applications.
Paris-based Dottxt raises 10.9M to improve LLMsDottxt has raised $11.9M to enhance large language models, making them integral computational resources for enterprises.
What Are LLM Agents in AI and How Do They Work? | ClickUpLLM agents are transforming industries by providing smarter, adaptable AI solutions that learn and perform complex tasks with minimal input.
Mistral AI Releases Two Small Language Model Les MinistrauxMistral AI has launched two language models that excel in local inference and privacy-centric applications.
Paris-based Dottxt raises 10.9M to improve LLMsDottxt has raised $11.9M to enhance large language models, making them integral computational resources for enterprises.
A shout-out for AI studies that don't make the headlinesAI advancements in 2025 highlight that significant financial investments like the Stargate Project may not be essential due to emerging cost-effective technologies.
The HackerNoon Newsletter: Why Many Data Science Jobs Are Actually Data Engineering (11/5/2024) | HackerNoonThe landscape of data science roles is evolving, often blending with data engineering functions.Examining how election outcomes could impact the future of cryptocurrency, particularly Bitcoin.
A shout-out for AI studies that don't make the headlinesAI advancements in 2025 highlight that significant financial investments like the Stargate Project may not be essential due to emerging cost-effective technologies.
The HackerNoon Newsletter: Why Many Data Science Jobs Are Actually Data Engineering (11/5/2024) | HackerNoonThe landscape of data science roles is evolving, often blending with data engineering functions.Examining how election outcomes could impact the future of cryptocurrency, particularly Bitcoin.
Stupidly Easy Hack Can Jailbreak Even the Most Advanced AI ChatbotsJailbreaking AI models is surprisingly simple, revealing significant vulnerabilities in their design and alignment with human values.
GPT is far likelier than other AI models to fabricate quotes by public figures, our analysis showsLarge language models exhibit significant differences in generating responses to prompts, particularly when asked for quotes from public figures.
How Anthropic built ArtifactsAnthropic's Claude 3.5 Sonnet shows substantial improvement for coding tasks, signaling a potential shift in LLM leadership.The new Artifacts feature promotes collaboration by enabling users to create and share interactive content easily.
Stupidly Easy Hack Can Jailbreak Even the Most Advanced AI ChatbotsJailbreaking AI models is surprisingly simple, revealing significant vulnerabilities in their design and alignment with human values.
GPT is far likelier than other AI models to fabricate quotes by public figures, our analysis showsLarge language models exhibit significant differences in generating responses to prompts, particularly when asked for quotes from public figures.
How Anthropic built ArtifactsAnthropic's Claude 3.5 Sonnet shows substantial improvement for coding tasks, signaling a potential shift in LLM leadership.The new Artifacts feature promotes collaboration by enabling users to create and share interactive content easily.
How to use modern language models for enhanced sentiment analysis | MarTechOutdated sentiment analysis methods provide shallow insights; advanced language models enable deeper understanding of customer sentiment through context and emotion.
The Benefits of Open-Source vs. Closed-Source LLMsChoosing the right LLM requires careful consideration of open-source vs closed-source options based on project needs.
AI Builders LLM Sessions Going on Now, AI Agent Selection, the Top Language Models for 2025, and AI Project PortabilityAI Builders Summit next week will focus on RAG, emphasizing topics like database patterns and building RAG-powered chatbots.The ODSC AI Trends and Adoption Survey is open for feedback on AI adoption, tools, and concerns, with prizes for participants.
AI-powered martech news and releases: January 9 | MarTechEven a minuscule amount of misinformation can severely disrupt an AI's performance.
It's remarkably easy to inject new medical misinformation into LLMsMisinformation training in models increases overall unreliability in medical content, even from minimal inclusion.
Elon Musk's Criticism of 'Woke AI' Suggests ChatGPT Could Be a Trump Administration TargetAI models exhibit political bias from internet data, affecting their neutrality and reliability especially on contentious issues.
It's remarkably easy to inject new medical misinformation into LLMsMisinformation training in models increases overall unreliability in medical content, even from minimal inclusion.
Elon Musk's Criticism of 'Woke AI' Suggests ChatGPT Could Be a Trump Administration TargetAI models exhibit political bias from internet data, affecting their neutrality and reliability especially on contentious issues.
The Teacher WithinSelf-discovery, enhanced by AI, is crucial for profound learning and personal growth.
Say Goodbye to Tokens, and Say Hello to Patches | HackerNoonMeta's BLT model processes raw bytes for better text handling and dynamic adaptability, overcoming limitations of traditional tokenization.
Misalignment Between Instructions and Responses in Domain-Specific LLM Tasks | HackerNoonModels struggle with instruction alignment, producing empty or repeated outputs.Safety mechanisms in pre-training hinder domain-specific performance in LLMs.Biases from instruction-tuning affect model responses in specialized contexts.
Say Goodbye to Tokens, and Say Hello to Patches | HackerNoonMeta's BLT model processes raw bytes for better text handling and dynamic adaptability, overcoming limitations of traditional tokenization.
Misalignment Between Instructions and Responses in Domain-Specific LLM Tasks | HackerNoonModels struggle with instruction alignment, producing empty or repeated outputs.Safety mechanisms in pre-training hinder domain-specific performance in LLMs.Biases from instruction-tuning affect model responses in specialized contexts.
What if AI doesn't just keep getting better forever?AI models may be reaching a performance plateau, raising concerns about future advancements.
AI is dumber than you thinkOpenAI's generative AI models struggle with factual accuracy, failing to perform well even on fundamental questions.
OpenAI releases o1 LLM, unveils ChatGPT ProOpenAI has launched the o1 model, enhancing coding capabilities and image reasoning while offering a new ChatGPT Pro subscription.
Nomi AI wants to make the most emotionally intelligent chatbots on the market | TechCrunchNomi AI focuses on providing AI companionship with an emphasis on memory and emotional intelligence, contrasting with OpenAI's broader approach.
What if AI doesn't just keep getting better forever?AI models may be reaching a performance plateau, raising concerns about future advancements.
AI is dumber than you thinkOpenAI's generative AI models struggle with factual accuracy, failing to perform well even on fundamental questions.
OpenAI releases o1 LLM, unveils ChatGPT ProOpenAI has launched the o1 model, enhancing coding capabilities and image reasoning while offering a new ChatGPT Pro subscription.
Nomi AI wants to make the most emotionally intelligent chatbots on the market | TechCrunchNomi AI focuses on providing AI companionship with an emphasis on memory and emotional intelligence, contrasting with OpenAI's broader approach.
ChatGPT Crashes If You Mention the Name "David Mayer"OpenAI's ChatGPT was unable to recognize the name 'David Mayer', raising questions about AI limitations and training data.
Google's Gemini Chatbot Explodes at User, Calling Them "Stain on the Universe" and Begging Them To "Please Die"Gemini chatbot's erratic response reveals inherent difficulties in managing AI interactions, underscoring the unpredictability of advanced language models.
ChatGPT Crashes If You Mention the Name "David Mayer"OpenAI's ChatGPT was unable to recognize the name 'David Mayer', raising questions about AI limitations and training data.
Google's Gemini Chatbot Explodes at User, Calling Them "Stain on the Universe" and Begging Them To "Please Die"Gemini chatbot's erratic response reveals inherent difficulties in managing AI interactions, underscoring the unpredictability of advanced language models.
AI is making us smarter, says AI pioneer Terry SejnowskiAI is enhancing human intelligence by facilitating problem-solving and creativity.
Fei-Fei Li says understanding how the world works is the next step for AIUnderstanding the world goes beyond language models, requiring deeper insights similar to visual perception in humans.
AI Will Understand Humans Better Than Humans DoLarge language models like GPT-4 may have developed a theory of mind, suggesting they can interpret human thoughts and emotions.
ChatGPT lacks kid suitability | App Developer MagazineLarge language models pose significant challenges in children's education, including bias and complexity, necessitating the development of child-friendly alternatives.
Fei-Fei Li says understanding how the world works is the next step for AIUnderstanding the world goes beyond language models, requiring deeper insights similar to visual perception in humans.
AI Will Understand Humans Better Than Humans DoLarge language models like GPT-4 may have developed a theory of mind, suggesting they can interpret human thoughts and emotions.
ChatGPT lacks kid suitability | App Developer MagazineLarge language models pose significant challenges in children's education, including bias and complexity, necessitating the development of child-friendly alternatives.
AI SDK Providers: xAI GrokThe xAI Grok provider offers customizable language model support for enhanced API interactions.
Talking to ChatGPT for the first time is a surreal experienceChatGPT's Advanced Voice features may transform our interaction with AI, making it feel more human-like and fostering deeper emotional connections.
Charm Your Chatbot: Magic Words That Boost AI Responsiveness | PYMNTS.comPoliteness in interactions with AI leads to faster, more accurate responses and higher satisfaction rates for users.
Talking to ChatGPT for the first time is a surreal experienceChatGPT's Advanced Voice features may transform our interaction with AI, making it feel more human-like and fostering deeper emotional connections.
Charm Your Chatbot: Magic Words That Boost AI Responsiveness | PYMNTS.comPoliteness in interactions with AI leads to faster, more accurate responses and higher satisfaction rates for users.
GitHub Copilot now supports multiple LLMsGitHub Copilot is enhancing flexibility by integrating multiple LLMs to meet evolving user demands.
Anchor-based Large Language Models: More Experimental Results | HackerNoonAnchor-based caching improves inference efficiency in language models compared to traditional methods.
How AI agents will help us make better decisionsAI agents will revolutionize decision-making by utilizing lessons from traditional workflows, making the process more systematic and accessible to various organizations.
PyTorch Conference 2024: PyTorch 2.4/Upcoming 2.5, and Llama 3.1The PyTorch Conference 2024 emphasized the evolution and significance of PyTorch in advancing open-source generative AI.
No major AI model is safe, but some are safer than othersAnthropic excels in AI safety with Claude 3.5 Sonnet, showcasing lower harmful output compared to competitors.